EP1511210A1 - OFDM channel estimation and tracking for multiple transmit antennas - Google Patents

OFDM channel estimation and tracking for multiple transmit antennas Download PDF

Info

Publication number
EP1511210A1
EP1511210A1 EP03292120A EP03292120A EP1511210A1 EP 1511210 A1 EP1511210 A1 EP 1511210A1 EP 03292120 A EP03292120 A EP 03292120A EP 03292120 A EP03292120 A EP 03292120A EP 1511210 A1 EP1511210 A1 EP 1511210A1
Authority
EP
European Patent Office
Prior art keywords
receiver
communication
ofdm
transmitter
weighting factors
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
EP03292120A
Other languages
German (de)
French (fr)
Other versions
EP1511210B1 (en
Inventor
Alexandre Ribeiro Dias
Marc De Courville
Markus Muck
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Motorola Solutions Inc
Original Assignee
Motorola Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority to EP03292120A priority Critical patent/EP1511210B1/en
Application filed by Motorola Inc filed Critical Motorola Inc
Priority to AT03292120T priority patent/ATE533245T1/en
Priority to CNB2004800249714A priority patent/CN100553186C/en
Priority to US10/566,932 priority patent/US7539259B2/en
Priority to PCT/EP2004/051643 priority patent/WO2005022815A1/en
Priority to KR1020067004165A priority patent/KR100799901B1/en
Priority to JP2006524358A priority patent/JP4431578B2/en
Publication of EP1511210A1 publication Critical patent/EP1511210A1/en
Application granted granted Critical
Publication of EP1511210B1 publication Critical patent/EP1511210B1/en
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L25/00Baseband systems
    • H04L25/02Details ; arrangements for supplying electrical power along data transmission lines
    • H04L25/0202Channel estimation
    • H04L25/0224Channel estimation using sounding signals
    • H04L25/0228Channel estimation using sounding signals with direct estimation from sounding signals
    • H04L25/023Channel estimation using sounding signals with direct estimation from sounding signals with extension to other symbols
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B7/00Radio transmission systems, i.e. using radiation field
    • H04B7/02Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
    • H04B7/04Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/02Arrangements for detecting or preventing errors in the information received by diversity reception
    • H04L1/06Arrangements for detecting or preventing errors in the information received by diversity reception using space diversity
    • H04L1/0618Space-time coding
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2602Signal structure
    • H04L27/2605Symbol extensions, e.g. Zero Tail, Unique Word [UW]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2647Arrangements specific to the receiver only

Definitions

  • This invention relates to communication using Orthogonal Frequency Division Multiplexing ('OFDM') and, more particularly, to channel estimation and tracking in OFDM communication.
  • 'OFDM' Orthogonal Frequency Division Multiplexing
  • This invention relates to communication using Orthogonal Frequency Division Multiplexing ('OFDM') and, more particularly, to channel estimation and tracking in OFDM communication.
  • 'OFDM' Orthogonal Frequency Division Multiplexing
  • OFDM communication has been chosen for most of the modern high-data rate communication systems (Digital Audio Broadcast - DAB, Terrestrial Digital Video Broadcast - DVB-T, and Broadband Radio Access Networks - BRAN such as HIPERLAN/2, IEEE802.11a/g, IEEE802.15.3a, for example, and is considered for future wide-band telephony standards, referred to as "4G").
  • 4G wide-band telephony standards
  • One way of achieving higher data rates is to provide the system with multiple antennas both at the transmitter and at the receiver. By doing so, it is possible to increase the quality of the communication link by exploiting the spatial diversity dimension using for instance Space Time Block Codes ('STBC'), or to increase the spectral efficiency of the system by transmitting simultaneously different streams using Spatial Division Multiplexing. Therefore, Multiple Transmit Multiple Receive (MTMR) antenna systems are strong candidates for next generation WLANs and certain other OFDM communication systems.
  • MTMR Multiple Transmit Multiple Receive
  • each OFDM symbol is preceded by a guard interval that is longer than the channel impulse response (CIR) and a cyclic prefix or postfix, hereinafter referred to collectively as a cyclic affix, is inserted at the transmitter in a guard interval between consecutive OFDM symbols, the cyclic affix consisting of samples circularly replicated from the useful OFDM symbol time domain samples.
  • CIR channel impulse response
  • the cyclic affix enables very simple calculation for the equalisation at the receiver, where the cyclic affix is discarded and each truncated block is processed, for example using Fourier Transform (usually Fast Fourier Transform (FFT)), to convert the frequency-selective channel output into parallel flat-faded independent sub-channel outputs, each corresponding to a respective sub-carrier.
  • FFT Fast Fourier Transform
  • Zero Padded OFDM ZP-OFDM
  • the cyclic affix is replaced by null samples.
  • This solution relying on a larger FFT demodulator, has the merit to guarantee symbol recovery irrespective of channel null locations when the channel is known.
  • OFDM modulation encounters problems at high Doppler spreads, which occur notably when the user is moving fast, for example in a car, or even at pedestrian speeds when investigating the area of higher frequency bands where more spectrum is available such as the 60GHz band. Accordingly, the channel impulse response needs to be constantly tracked and updated, especially in the presence of high Doppler spreads.
  • the present invention provides a method of communication using Orthogonal Frequency Division Multiplexing, a transmitter and a receiver as described in the accompanying claims.
  • Figure 1 and Figure 2 show an OFDM communication system in accordance with one embodiment of the invention comprising a transmitter including an OFDM modulator 1 and a receiver including an OFDM demodulator 2, the transmitter and the receiver communicating over a communication channel 3.
  • the OFDM communication method of this embodiment of the present invention enables estimation and tracking of the Multiple Input Multiple Output ('MIMO') channels in coherent multiple transmit antenna / multiple receive antenna ('MTMR') systems, without any specific limit to the number of transmit (TX) and receive (RX) antennas and without imposing any particular Space-Time Code (STC).
  • Data and affix vectors are independently encoded by two STC and enable a semi-blind estimation of all the MIMO channels exploiting only the order-one statistics of the received signal.
  • Figure 1 depicts the baseband discrete-time block equivalent model of an N -carrier PRP-OFDM MTMR transceiver with N t transmit and N r receive antennae.
  • the communication system is described with reference to Space-Time (ST) block codes ('STBCs') but it will be appreciated that the invention is also applicable to other code systems.
  • ST Space-Time
  • 'IFFT' Inverse Fast Fourier Transform
  • M can differ from N t ;
  • the STBC may lead to rectangular S ( i ), that is to say that M > N t .
  • S ( i ) For the sake of simplicity, we assume in the following description that operates on N t ; inputs ( s ( iN t ), ⁇ s ( iN t + N t - 1 )).
  • the invention can be straightforwardly applied to with other numbers of inputs.
  • the output vectors q l ( n ) are converted to a series signal by a parallel-to-series converter 6, a pseudo random postfix being inserted in the signal into guard intervals between each consecutive OFDM symbol to produce a series digital signal s l ( n ) on the l th TX atenna.
  • the series digital signal s l ( n ) is then converted to an analogue signal s l ( t ) by a digital-to-analogue converter 7 and transmitted over the channel 3.
  • the postfix that is added in the guard interval comprises a pre-calculated suitable vector that is independent of the data and that is weighted by a first factor ⁇ k and a second factor w i (k) .
  • the first factor ⁇ k is different from one time-domain OFDM symbol to another and is known both to the transmitter 1 and to the receiver 2, so that any time domain (cyclo-)stationarity (leading to strong undesired frequency contributions at the repetition frequency) is avoided.
  • the first factor ⁇ k is different from one time-domain OFDM symbol block to another but is the same for each symbol of the same block.
  • the second factor w i (k) enables one of the transmit antennas to be distinguished from another.
  • the receiver can constantly estimate and track the channel impulse response without any loss of data bandwidth compared to CP-OFDM, other than the transmission of PR-calculation parameters.
  • the demodulator at the receiver can have advantageous characteristics, ranging from very low arithmetical cost (at medium performance) to les low arithmetical cost (with very good system performance).
  • the first factor ⁇ k is pseudo-random.
  • the first factor ⁇ k is deterministic and is calculated both by the modulator 1 and the demodulator 2 using the same algorithm and parameters that are stored in memory both in the transmitter and in the receiver.
  • initialisation parameters for the algorithm are transmitted between the transmitter and the receiver to avoid systematically using the same sequence for the first factor ⁇ k .
  • the first factor ⁇ k is communicated from the transmitter 1 to the receiver 2, which still represents an acceptable overhead in certain circumstances.
  • the affix is deterministic and is a Dx1 postfix vector c treated in an encoder 12 by a specific ST encoder matrix which outputs the Dx1 vectors c l ( n ), 1 ⁇ l ⁇ N t .
  • the way in which ensures identification of the complete MIMO channel is described in more detail below.
  • the postfix vectors c l ( n ), 1 ⁇ l ⁇ N t are then linearly precoded in a precoder 13 by a ZP-OFDM matrix T P , where to produce zero-padded postfix vectors as shown at 14 in Figure 3.
  • the signals received at the receive antennas are the transmitted signals multiplied by the Channel Impulse Response ('CIR') H lm and with the addition of noise and interference n m ( n ).
  • H ISI / lm H ISI / lm + IBI / lm . Therefore, the received signal vector on the m th antenna, 1 ⁇ m ⁇ N t is, given by: where n m ( n ) is an zero-mean additive white independent identically distributed gaussian noise term.
  • the demodulator 2 at the receiver comprises an analogue-to-digital converter 7 that converts the signals r m ( t ) received at the receive antennas to digital signals, a serial-to-parallel converter 8, which converts the received digital signals to received vectors r m ( n ), and a demodulator and equaliser 9 that uses decoding matrices corresponding to the encoding matrices and to estimate the Channel Impulse Response CIR and demodulate the OFDM signals.
  • H D / lm be the DxD circulant matrix of first row [ h lm ( 0 ), 0 , ⁇ 0 , h lm ( L - 1 ), ⁇ , h lm ( 1 )].
  • H ISI , D / lm and H IBI , D / lm H ISI , D / lm + H IBI, D / lm .
  • the signal r m ( n ), received during the n th OFDM symbol on the m th antenna, 1 ⁇ m ⁇ N t is equal to: where s l , 0 ( n ), s l , 1 ( n ), n m , 0 ( n ), n m , 1 ( n ) are respectively the first D and last D samples of s l ( n ) and n m ( n ).
  • Equation 1 indicates that a superimposition of the various postfixes convolved by the corresponding channels is interfering with the useful data.
  • An easy independent retrieval of each of the channels based on the sole observation of the postfix contributions is obtained through isolation of each postfix convolved by its related channel.
  • a way to achieve that condition is to perform a Fast Fourier Transform on the postfixes in the demodulator and equaliser 9 using a weighting ST block coding scheme of the postfix c according to the following postfix generation process : where ⁇ is the Kronecker product and c, ⁇ ( n ) are respectively the deterministic postfix and the pseudo-random weighting factors introduced in our co-pending European Patent Application EP 02 292 730.5 for the single antenna case.
  • the pseudo-random weighting factors ⁇ ( n ) are used to convert the deterministic postfix c into a pseudo-random one.
  • an order-one channel estimator in the demodulator and equaliser 9 functions as follows.
  • the first and last D samples of r m ( n ) are denoted respectively by r m , 0 ( n ) and r m , 1 ( n ).
  • Equation 1 E [ d k / m ( i )] is defined as the expectation of d k / m ( i ). Due to the deterministic nature of the postfixes, it can be verified from Equation 1 that:
  • MDx1 vector can be expressed for each receive antenna as:
  • the estimate h and D / lm of the time domain channel impulse response h D / lm in the demodulator and equaliser 9 is obtained by multiplying H D / lm by F H / D F D , 1 ⁇ l ⁇ N t , 1 ⁇ m ⁇ N t .
  • H D / lm is a diagonal matrix that is known to both the transmitter and receiver and can thus be precalculated.
  • h D / lm is preferably transformed to the Px1 frequency domain vector
  • This MIMO channel estimation i.e. estimation of all channels between any transmit and any receive antenna
  • space-time decode and equalise the received data signals as described in more detail in examples below, such that the transmitted data signals can be recovered.
  • the above channel estimator can be extended to further improve reception in mobile environments by using any Doppler model, and by minimizing any performance criterion.
  • An example is now given, in a preferred embodiment of the present invention based on the introduction of a Doppler model; the estimator aims at minimizing the Mean Square Error (MSE).
  • MSE Mean Square Error
  • the Doppler module shown in Figure 4 is introduced in the demodulator and equaliser 9 to modify the order-one autoregressive model for the Channel Impulse Response ('CIR') between transmit antenna I and receive antenna m separately: where J 0 ( ⁇ ) is the 0th order Bessel function, f D is the Doppler frequency, ⁇ T is the MTMR PRP-OFDM block duration and ( n ) is zero-mean complex Gaussian of constant variance.
  • J 0 ( ⁇ ) is the 0th order Bessel function
  • f D is the Doppler frequency
  • ⁇ T is the MTMR PRP-OFDM block duration
  • ( n ) is zero-mean complex Gaussian of constant variance.
  • the same CIR correlations as the ones provided by the known Jakes model are obtained even in the presence of large Doppler frequencies.
  • CIR h D / lm ( n ) is estimated based on Z noisy observations the expression results from the convolution of the i th block postfix by channel h D / lm ( n ) corrupted both by thermal noise and the OFDM data symbols.
  • the OFDM data symbols are assumed zero-mean and independent of same variance as the postfix samples. contains the received symbols after equalization of the pseudo random weighting factor of the postfixes (Equation 3).
  • d lm ( i ) can be expressed as follows: where n gathers the thermal noise and the interference from the OFDM data symbols.
  • the first embodiment of STBC is based on ZP-OFDM decoding.
  • the system includes modulators using pseudo-random postfixes at the transmitter and also equalizer structures derived for the MTMR case from those described for the Single Transmit Single Receive (STSR) case in our co-pending European Patent Application EP 02 292 730.5 based on the transformation of the received PRP-OFDM vector to the ZP-OFDM case.
  • STSR Single Transmit Single Receive
  • a suitable detection algorithm is applied to the signal described by Equation 12 by the demodulator and equaliser 9.
  • the second embodiment of STBC system is based on equalization of the full received block by diagonalisation of pseudo-circulant channel matrices.
  • the D ⁇ 1 postfix vector c is chosen such that it has Hermitian symmetry, that is to say that the complex conjugate of the vector read backwards is equal to the original c.
  • the data symbols are separated in the demodulator and equaliser 9 by premultiplication of ( i ) by the Hermitian of the upper channel matrix W H ( i ): with
  • the equalisation based on pseudo circulant channel matrices is then performed as presented in our co-pending European Patent Application for the single channel case.
  • the PRP-OFDM postfix based blind channel estimation is performed based on R ( i ) as presented above.

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Power Engineering (AREA)
  • Radio Transmission System (AREA)

Abstract

Multiple Transmit Multiple Receive Orthogonal Frequency Division Multiplexing ('OFDM') comprising generating bit streams and corresponding sets of N frequency domain carrier amplitudes (
Figure 80000001
(kN + j), 0 ≤ jN - 1) modulated as OFDM symbols subsequently to be transmitted from a transmitter, where k is the OFDM symbol number and j indicates the corresponding OFDM carrier number. Affix information is inserted at the transmitter into guard intervals between consecutive time domain OFDM symbols and are used at the receiver to estimate the Channel Impulse Response (H lm ) of the transmission channels, the estimated Channel Impulse Response (H and lm ) being used to demodulate the bit streams in the signals received at the receiver. The affix information is known to the receiver as well as to the transmitter, and is mathematically equivalent to a vector (c D ) that is common to the time domain OFDM symbols multiplied by at least first weighting factors (αk ) that are different for one time domain OFDM symbol (k) than for another and second weighting factors (wi(k)) that enable one of the transmit antenna means (i) to be distinguished from another.

Description

    Field of the invention
  • This invention relates to communication using Orthogonal Frequency Division Multiplexing ('OFDM') and, more particularly, to channel estimation and tracking in OFDM communication.
  • Background of the invention
  • This invention relates to communication using Orthogonal Frequency Division Multiplexing ('OFDM') and, more particularly, to channel estimation and tracking in OFDM communication.
  • Background of the invention
  • OFDM communication has been chosen for most of the modern high-data rate communication systems (Digital Audio Broadcast - DAB, Terrestrial Digital Video Broadcast - DVB-T, and Broadband Radio Access Networks - BRAN such as HIPERLAN/2, IEEE802.11a/g, IEEE802.15.3a, for example, and is considered for future wide-band telephony standards, referred to as "4G"). However, in most cases the receiver needs an accurate estimate of the channel impulse response. Also, in the context of wireless local area networks ('WLANs'), current data rates (54Mbps on top of the physical layer) are foreseen to be insufficient for very dense urban deployment, such as for hot spot coverage. This is the motivation for IEEE to propose and specify in the scope of the IEEE802.11n (the former High Throughput Study Group) solutions for very high data rate WLANs (targeting at least 100Mbps on top of the medium access control ('MAC') layer) in the 5GHz band. Another area of investigation is that of higher frequency bands where more spectrum is available such as the 60GHz band.
  • One way of achieving higher data rates is to provide the system with multiple antennas both at the transmitter and at the receiver. By doing so, it is possible to increase the quality of the communication link by exploiting the spatial diversity dimension using for instance Space Time Block Codes ('STBC'), or to increase the spectral efficiency of the system by transmitting simultaneously different streams using Spatial Division Multiplexing. Therefore, Multiple Transmit Multiple Receive (MTMR) antenna systems are strong candidates for next generation WLANs and certain other OFDM communication systems.
  • In the so-called Cyclic Prefix OFDM (CP-OFDM) modulation scheme, each OFDM symbol is preceded by a guard interval that is longer than the channel impulse response (CIR) and a cyclic prefix or postfix, hereinafter referred to collectively as a cyclic affix, is inserted at the transmitter in a guard interval between consecutive OFDM symbols, the cyclic affix consisting of samples circularly replicated from the useful OFDM symbol time domain samples. The cyclic affix enables very simple calculation for the equalisation at the receiver, where the cyclic affix is discarded and each truncated block is processed, for example using Fourier Transform (usually Fast Fourier Transform (FFT)), to convert the frequency-selective channel output into parallel flat-faded independent sub-channel outputs, each corresponding to a respective sub-carrier. For equalisation purposes, numerous strategies exist. Following the zero forcing approach, for example, each sub-channel output is, unless it is zero, divided by the estimated channel coefficient of the corresponding sub-carrier.
  • In the Zero Padded OFDM (ZP-OFDM) modulation scheme, as described for example in the article by B. Muquet, Z. Wang, G. B. Giannakis, M. de Courville, and P. Duhamel entitled "Cyclic Prefixing or Zero Padding for Wireless Multicarrier Transmissions" IEEE Trans. on Communications, 2002, the cyclic affix is replaced by null samples. This solution relying on a larger FFT demodulator, has the merit to guarantee symbol recovery irrespective of channel null locations when the channel is known.
  • However channel estimation and tracking remains an issue, especially in the presence of high mobility or high frequency and data rates. Like other digital communication systems, OFDM modulation encounters problems at high Doppler spreads, which occur notably when the user is moving fast, for example in a car, or even at pedestrian speeds when investigating the area of higher frequency bands where more spectrum is available such as the 60GHz band. Accordingly, the channel impulse response needs to be constantly tracked and updated, especially in the presence of high Doppler spreads.
  • It would be desirable for the OFDM modulation system to keep all the advantages of classic OFDM and additionally allow very simple and (semi-)blind channel estimation at the receiver. Semi-blind channel estimation means that substantially no additional redundancy is added to the system with respect to classic CP-OFDM, and therefore no bandwidth for data transmission would be lost; however, semi-blind channel estimation can be realized thanks to deterministic sequences known at both the transmitter and the receiver sides, as long as there is no substantial bandwidth loss for data transmission. Such a system would be advantageous in low-mobility scenarios and would make OFDM systems applicable to high-mobility scenarios as well.
  • Our co-pending European Patent Application EP 02 292 730.5 describes a communication method in which the CP-OFDM time domain redundancy is replaced by a pseudo-randomly weighted deterministic sequence which leads to the so called Pseudo Random Postfix OFDM (PRP-OFDM). The advantages of being able to use ZP-OFDM are preserved and low complexity channel estimation at the receiver is made possible. Note that PRP-OFDM does not impact the achieved useful data rate and spectral efficiency compared to the classical CP-OFDM modulator, apart possibly from transmission of small amounts of data for the calculation of pseudo random parameters, since the only modification is the affix content, thus the low complexity channel estimation possible at the receiver side is also semi-blind.
  • Our co-pending European Patent Application describes the application of PRP-OFDM to single transmit antenna systems and it is desirable to apply comparable techniques to MTMR systems, capable of using more than one transmit and/or receive antenna.
  • Summary of the invention
  • The present invention provides a method of communication using Orthogonal Frequency Division Multiplexing, a transmitter and a receiver as described in the accompanying claims.
  • Brief description of the drawings
  • Figure 1 is a schematic block diagram of a transmitter in a communication system in accordance with one embodiment of the invention, given by way of example,
  • Figure 2 is a schematic block diagram of a receiver in the communication system whose transmitter is shown in Figure 1,
  • Figure 3 is a diagram of signals appearing in operation of the modulator of Figure 2, and
  • Figure 4 is a diagram of a moving average Doppler module for the demodulator of Figure 1,
  • Detailed description of the preferred embodiments
  • Figure 1 and Figure 2 show an OFDM communication system in accordance with one embodiment of the invention comprising a transmitter including an OFDM modulator 1 and a receiver including an OFDM demodulator 2, the transmitter and the receiver communicating over a communication channel 3.
  • The OFDM communication method of this embodiment of the present invention enables estimation and tracking of the Multiple Input Multiple Output ('MIMO') channels in coherent multiple transmit antenna / multiple receive antenna ('MTMR') systems, without any specific limit to the number of transmit (TX) and receive (RX) antennas and without imposing any particular Space-Time Code (STC). Data and affix vectors are independently encoded by two STC and enable a semi-blind estimation of all the MIMO channels exploiting only the order-one statistics of the received signal.
  • In the following description, lower (upper) boldface symbols will be used for column vectors (matrices) sometimes with subscripts N or P emphasizing their sizes (for square matrices only); tilde ('∼') will denote frequency domain quantities; argument i will be used to index blocks of symbols; H ( T ) will denote Hermitian (transpose) operations.
  • Figure 1 depicts the baseband discrete-time block equivalent model of an N-carrier PRP-OFDM MTMR transceiver with Nt transmit and Nr receive antennae. The communication system is described with reference to Space-Time (ST) block codes ('STBCs') but it will be appreciated that the invention is also applicable to other code systems. In the transmitter, the initial serial bit stream of constellation symbols
    Figure 00050001
    (jN),···, (jN + N - 1) is converted to a set of vectors in a serial-to-parallel converter (not shown); the jth Nx1 input digital vector (j) is then modulated by an Inverse Fast Fourier Transform ('IFFT') matrix F H / N in a transformer 4, where [F N ] k , l = 1 N W kl N , 0k < N,0l < N and WN = e -j2π/N .
  • The resulting Nx1 time domain vector s(j) is processed by a suitable ST encoder matrix i
    Figure 00050002
    n an encoder 10, as shown in Figure 1, creating outputs S (i)= (s(iNt ),···,s(iNt + Nt - 1)) = {s l (iM + k),1lNt ,0k<M}where i is the block number I is the number of the TX antenna and n=iM+k indexes the outputs in Figure 1. It will be appreciated that, at least in the context of STBCs, M can differ from Nt ; In particular, the STBC may lead to rectangular S (i), that is to say that M> Nt . For the sake of simplicity, we assume in the following description that operates on Nt ; inputs (s(iNt ),···s(iNt + Nt - 1)). However, the invention can be straightforwardly applied to with other numbers of inputs. In this embodiment of the invention, the s l (iM + k) are linearly precoded in a precoder 11 by a zero-padded OFDM ('ZP-OFDM') precoding matrix T ZP , where
    Figure 00050003
    and u l (n) = T ZP s l (n),1lNt .
  • The affix contents v l (n) are added to the data symbols u l (n) = T ZP s l (n),1lNt resulting in the output vectors q l (n). The output vectors q l (n) are converted to a series signal by a parallel-to-series converter 6, a pseudo random postfix being inserted in the signal into guard intervals between each consecutive OFDM symbol to produce a series digital signal sl (n) on the lth TX atenna. The series digital signal sl (n) is then converted to an analogue signal sl (t) by a digital-to-analogue converter 7 and transmitted over the channel 3.
  • More particularly, in a preferred embodiment of the invention, the postfix that is added in the guard interval comprises a pre-calculated suitable vector that is independent of the data and that is weighted by a first factor αk and a second factor wi(k). In one embodiment of the invention, the first factor α k is different from one time-domain OFDM symbol to another and is known both to the transmitter 1 and to the receiver 2, so that any time domain (cyclo-)stationarity (leading to strong undesired frequency contributions at the repetition frequency) is avoided. In another embodiment of the invention, in which the symbols are coded in blocks, the first factor α k is different from one time-domain OFDM symbol block to another but is the same for each symbol of the same block. The second factor wi(k) enables one of the transmit antennas to be distinguished from another.
  • With an OFDM modulator in the transmitter functioning in this way, semi-blind channel estimation in the receiver can be done simply and at low arithmetical complexity. In particular, the receiver can constantly estimate and track the channel impulse response without any loss of data bandwidth compared to CP-OFDM, other than the transmission of PR-calculation parameters. Moreover, the demodulator at the receiver can have advantageous characteristics, ranging from very low arithmetical cost (at medium performance) to les low arithmetical cost (with very good system performance).
  • As described in our copending European Patent Application referred to above for the single antenna case, several choices for the first factor αk are possible. It is possible to choose α k of any complex value. However, any α k with |α k | ≠ 1 leads to performance degradation compared to preferred embodiments of the invention.
  • It is possible to limit the choice of α k , somewhat less generally to a complex value with |α k | = 1. This choice usually leads to good system performance, but the decoding process risks to be unnecessarily complex. Preferred values of the first and second factors are described in more detail below.
  • Preferably, the first factor αk is pseudo-random. In one embodiment of the present invention the first factor αk is deterministic and is calculated both by the modulator 1 and the demodulator 2 using the same algorithm and parameters that are stored in memory both in the transmitter and in the receiver. In another embodiment of the present invention, initialisation parameters for the algorithm are transmitted between the transmitter and the receiver to avoid systematically using the same sequence for the first factor α k . In yet another embodiment of the present invention, the first factor αk is communicated from the transmitter 1 to the receiver 2, which still represents an acceptable overhead in certain circumstances.
  • In the embodiment of the present invention shown in Figure 1 and Figure 2, the affix is deterministic and is a Dx1 postfix vector c treated in an encoder 12 by a specific ST encoder matrix
    Figure 00070001
    which outputs the Dx1 vectors c l (n),1lNt . The way in which ensures identification of the complete MIMO channel is described in more detail below. The postfix vectors c l (n),1lNt are then linearly precoded in a precoder 13 by a ZP-OFDM matrix T P , where
    Figure 00070002
    to produce zero-padded postfix vectors as shown at 14 in Figure 3.
  • The resulting vectors v l (n) are finally added to the data symbols u l (n) by adders 15: q l (n) = u l (n) + v l (n), 1≤lNt to produce signals 16 for transmission.
  • The signals received at the receive antennas are the transmitted signals multiplied by the Channel Impulse Response ('CIR') H lm and with the addition of noise and interference n m (n). Let H lm be a PxP circulant matrix whose first row is given by [hlm (0),0,···0,hlm (L - 1),···,hlm (1)], where h lm = [hlm (0),···,hlm (L - 1),0,···0] T is the Px1 channel impulse response between the lth transmit and the mth receive antennæ; D is chosen such that D≥L-1. Define H ISI / lm as the lower triangular part of H lm including the main diagonal which represents the Intra-Symbol-Interference (ISI); HH IBI / lm shall contain the upper triangular part of H lm representing the Inter-Block-Interference (IBI), such that H lm = H ISI / lm + IBI / lm. Therefore, the received signal vector on the mth antenna, 1mNt is, given by:
    Figure 00080001
    where n m (n) is an zero-mean additive white independent identically distributed gaussian noise term.
    As shown in Figure 2, The demodulator 2 at the receiver comprises an analogue-to-digital converter 7 that converts the signals r m (t) received at the receive antennas to digital signals, a serial-to-parallel converter 8, which converts the received digital signals to received vectors r m (n), and a demodulator and equaliser 9 that uses decoding matrices corresponding to the encoding matrices and to estimate the Channel Impulse Response CIR and demodulate the OFDM signals.
  • In the following description of the operation of the receiver, an order-one channel estimation algorithm is described first, assuming the channel to be static. Then, the effect of Doppler is introduced for the mobility case and the corresponding channel estimator in the Minimum Mean Square Error (MMSE) sense described.
  • First the received vector r m (n) is expressed in an exploitable form for channel estimation. For that purpose, let H D / lm be the DxD circulant matrix of first row [hlm (0),0,···0,hlm (L - 1),···,hlm (1)]. We define H ISI,D / lm and H IBI,D / lm such that H D / lm = H ISI,D / lm + H IBI, D / lm. The signal r m (n), received during the nth OFDM symbol on the mth antenna, 1mNt , is equal to:
    Figure 00080002
    where s l, 0 (n), s l , 1 (n), n m , 0 (n), n m , 1 (n) are respectively the first D and last D samples of s l (n) and n m (n).
  • Equation 1 indicates that a superimposition of the various postfixes convolved by the corresponding channels is interfering with the useful data. An easy independent retrieval of each of the channels based on the sole observation of the postfix contributions is obtained through isolation of each postfix convolved by its related channel. As detailed below, a way to achieve that condition is to perform a Fast Fourier Transform on the postfixes in the demodulator and equaliser 9 using a weighting ST block coding scheme of the postfix c according to the following postfix generation process :
    Figure 00090001
    where ⊗ is the Kronecker product and c, α(n) are respectively the deterministic postfix and the pseudo-random weighting factors introduced in our co-pending European Patent Application EP 02 292 730.5 for the single antenna case. The pseudo-random weighting factors α(n) are used to convert the deterministic postfix c into a pseudo-random one. Note that a new set of deterministic weighting factors is introduced, and gathered in the M×Nt matrix W corresponding to the matrix W used for encoding the postfixes in the transmitter encoder, with [W] k , l-1 = wl (k), 0k<M,1≤l≤Nt . W is used to remove the interference between all transmitted postfixes and thus is invertible in this embodiment of the present invention: full column rank (rank(W) = Nt ). In the following description, we choose W orthogonal for this embodiment of the present invention, such that W H W = I Nt .
  • With the assumption of a static channel, an order-one channel estimator in the demodulator and equaliser 9 functions as follows. The first and last D samples of r m (n) are denoted respectively by r m , 0 (n) and r m , 1 (n). By setting n=iM+k and assuming the transmitted time domain signal s l (n) to be zero mean for all l, we use Equations 1 and 2 to compute for each k, 0 ≤ k < M, the following Dx1 vector: d k m (i)=r m , 1 (iM + k) + r m , 0 (iM + k + 1)α(iM + k)
  • Next, d k / m = E[d k / m(i)] is defined as the expectation of d k / m(i). Due to the deterministic nature of the postfixes, it can be verified from Equation 1 that:
    Figure 00100001
  • Thus the MDx1 vector
    Figure 00100002
    can be expressed for each receive antenna as:
    Figure 00100003
  • Since W is chosen orthogonal, multiplying each d m , 1≤m≤Nt by (WI D ) H in the demodulator and equaliser 9 removes completely the interference between channel contributions H D / lm, 1≤l≤Nt .
  • Once the interference between channel contributions is removed the estimation algorithms of the single-antenna case of our co-pending European Patent Application EP 02 292 730.5 can be applied in the demodulator and equaliser 9:
    Figure 00100004
    where C D is a DxD circulant matrix with the first row [c(0), c(D-1),···,c(1)],
    Figure 00100005
    = diag{F D c}, and h D / lm represents the D first coefficients of h lm . Hence, the estimate h and D / lm of the time domain channel impulse response h D / lm in the demodulator and equaliser 9 is obtained by multiplying H D / lm by F H / D
    Figure 00100006
    F D , 1lNt ,1mNt . Note that is a diagonal matrix that is known to both the transmitter and receiver and can thus be precalculated. Subsequently, h D / lm is preferably transformed to the Px1 frequency domain vector
    Figure 00100007
    This MIMO channel estimation (i.e. estimation of all channels between any transmit and any receive antenna) is used to space-time decode and equalise the received data signals, as described in more detail in examples below, such that the transmitted data signals can be recovered.
  • The above channel estimator can be extended to further improve reception in mobile environments by using any Doppler model, and by minimizing any performance criterion. An example is now given, in a preferred embodiment of the present invention based on the introduction of a Doppler model; the estimator aims at minimizing the Mean Square Error (MSE).
  • The Doppler module shown in Figure 4 is introduced in the demodulator and equaliser 9 to modify the order-one autoregressive model for the Channel Impulse Response ('CIR') between transmit antenna I and receive antenna m separately:
    Figure 00110001
    where J0 (·) is the 0th order Bessel function, fD is the Doppler frequency, ΔT is the MTMR PRP-OFDM block duration and
    Figure 00110002
    (n) is zero-mean complex Gaussian of constant variance. The same CIR correlations as the ones provided by the known Jakes model are obtained even in the presence of large Doppler frequencies. This is achieved by forcing the correlation
    Figure 00110003
    This way the approximation J0 (2πfD (k-nT)≈(J0 (2πfD ΔT))( k - n ), inherent to the order-one autoregressive estimation, is avoided. This modification leads to the following moving average estimation:
    Figure 00110004
  • As for the order-one autoregressive model, so-called process-noise vectors
    Figure 00110005
    (n) are introduced assuming
    Figure 00110006
    for n ≠ k and
    Figure 00110007
    (0)=h D / lm(0) being the CIR to be estimated. Assuming that CIR h D / lm(n) is estimated based on Z noisy observations
    Figure 00110008
    the expression
    Figure 00110009
    results from the convolution of the ith block postfix by channel h D / lm(n) corrupted both by thermal noise and the OFDM data symbols. The OFDM data symbols are assumed zero-mean and independent of same variance as the postfix samples.
    Figure 00120001
    contains the received symbols after equalization of the pseudo random weighting factor of the postfixes (Equation 3). Thus, d lm (i) can be expressed as follows:
    Figure 00120002
    where n gathers the thermal noise and the interference from the OFDM data symbols. In order to guarantee the unit variance of each channel realisation, the norm of
    Figure 00120003
    (n), n = 0,···, Z - 1 is chosen such that:
    Figure 00120004
    It can thus be verified that the optimum estimator of h D / lm(0)= (0) in the MMSE sense is given from Equation 8 by:
    Figure 00120005
    with:
    Figure 00120006
    and
    Figure 00120007
    is the auto-correlation matrix of the vector a .
  • Since in practice the channel power profile is usually not known, in that case the assumption is made that
    Figure 00120008
    for all n . The real gain gn is introduced for respecting the power constraints of Equation 9.
  • The above description presents generic channel estimation in the demodulator and equaliser 9 in accordance with embodiments of the present invention for both relatively static and high mobility environments. Their use for two STBC systems will now be described.
  • The first embodiment of STBC is based on ZP-OFDM decoding. The system includes modulators using pseudo-random postfixes at the transmitter and also equalizer structures derived for the MTMR case from those described for the Single Transmit Single Receive (STSR) case in our co-pending European Patent Application EP 02 292 730.5 based on the transformation of the received PRP-OFDM vector to the ZP-OFDM case. The system is described for the case of Nt = 2 transmit and Nr = 1 receive antennas, although it will be appreciated that the system is applicable to other numbers of antennas. The ST encoder operates over Nt×M vectors with Nt = M = 2. Since Nr = 1, the subscript 1≤mNr is not used in the following analysis. Perfect knowledge of the channels h l , 1≤lNt is assumed but it will be appreciated that the system is capable of working with imperfect channel knowledge.
  • At the transmitter, a 2×1 ZP-ST encoder is used, which takes two consecutive OFDM symbols s(2i) and s(2i + 1) to form the following coded matrix:
    Figure 00130001
    where the permutation matrices P n / J are such that, for a J×1 vector a = [a(0),···, a(J - 1)] T , we have
    Figure 00130002
  • Since the channel has been estimated, as for the single antenna case described in our co-pending European Patent Application, it is always possible to retrieve the MTMR ZP-OFDM signals from Equation 1 by subtracting from the received signal the known PRP contribution:
    Figure 00130003
    which leads to
    Figure 00140001
    Note that i) no constraint has to be set on Wfor the symbol recovery, ii) the PRP interference cancellation procedure proposed is generic and can be applied to any suitable ST encoder .
  • A suitable detection algorithm is applied to the signal described by Equation 12 by the demodulator and equaliser 9. Noticing that P N / P T ZP = T ZP P 0 / N, we denote by
    Figure 00140002
    then if we switch to the frequency domain by computing
    Figure 00140003
    (2i) = F P r ZP (2i) and
    Figure 00140004
    exploiting the fact that H l = F H / P
    Figure 00140005
    F P , 1≤l≤2, we can write:
    Figure 00140006
    where
    Figure 00140007
    is an orthogonal channel matrix. Thus multiplying
    Figure 00140008
    by
    Figure 00140009
    achieves the separation of the transmitted signals s(2i) and s(2i+1), and it can be shown that full transmit diversity is achieved. Note that the separation of signals allows the same equalisation schemes to be used in this embodiment of the present invention as in the single-antenna case described in our co-pending European Patent Application EP 02 292 730.5.
  • The second embodiment of STBC system is based on equalization of the full received block by diagonalisation of pseudo-circulant channel matrices. The ST data encoder used in the demodulator and equaliser 9 is based on a version of the single antenna system described in our co-pending European Patent Application EP 02 292 730.5 modified to enable the equalization structure that is detailed below and outputs blocks of Nt×M vectors with Nt = M = 2. and are specified such that they generate the following matrix Q(i) = {q l (2i + k), 1≤l≤2, 0≤k<2} at the antenna outputs:
    Figure 00150001
    P 0 / P being a permutation matrix defined as previously (inversing the order of the vector elements), α(i) is complex with |α(i)| = 1 being pseudo-random complex weighting factors as defined in our co-pending European Patent Application for the single antenna case with α(2i + 1) = β2(i)α(2i), and β(i) = α(2i - 2)/α(2i). Q β( i ) is defined as:
    Figure 00150002
  • The D×1 postfix vector c is chosen such that it has Hermitian symmetry, that is to say that the complex conjugate of the vector read backwards is equal to the original c. As in our co-pending European Patent Application, the channels are represented by PxP pseudo-circulant channel matrices H β(i) / l, 1≤l≤2. These are identical to standard circulant convolution matrices with the upper triangular part multiplied by the scalar factor β(i), in other words H β(i) / l = H ISI / l + β(i)H IBI / l.
  • With
    Figure 00150003
    and the noise matrix
    Figure 00150004
    the received signals over M = 2 symbol times are given as follows:
    Figure 00150005
    With
    Figure 00150006
    the following operations are performed at the demodulator and equaliser 9 on the received vectors:
    Figure 00160001
    where
    Figure 00160002
    In this embodiment of STBC system, the data symbols are separated in the demodulator and equaliser 9 by premultiplication of
    Figure 00160003
    (i) by the Hermitian of the upper channel matrix W H (i):
    Figure 00160004
    with
    Figure 00160005
    The equalisation based on pseudo circulant channel matrices is then performed as presented in our co-pending European Patent Application for the single channel case. The PRP-OFDM postfix based blind channel estimation is performed based on R(i) as presented above.

Claims (16)

  1. A method of communication using Orthogonal Frequency Division Multiplexing ('OFDM') from a transmitter comprising a plurality of transmit antenna means and a receiver comprising at least one receive antenna means, the method comprising generating bit streams and corresponding sets of N frequency domain carrier amplitudes (
    Figure 00170001
    (kN + j), 0≤jN-1) modulated as OFDM symbols subsequently to be transmitted from a transmitter, where k is the OFDM symbol number and j indicates the corresponding OFDM carrier number, inserting affix information into guard intervals between consecutive time domain OFDM symbols, transmitting said time domain OFDM symbols including said affix information from said transmitter to said receiver, using said affix information at the receiver to estimate the Channel Impulse Responses (H lm between the lth transmit and mth receive antenna) of the transmission channels between said transmitter and said receiver, and using the estimated Channel Impulse Response (
    Figure 00170002
    between the lth transmit and mth receive antenna) to demodulate said bit streams in the signals received at said receiver,
    characterised in that said affix information is known to said receiver as well as to said transmitter, and is mathematically equivalent to a vector (c D ) that is common to said time domain OFDM symbols multiplied by at least first weighting factors (αk ) that are different for one time domain OFDM symbol (k) than for another and second weighting factors (wi(k)) that enable one of said transmit antenna means (i) to be distinguished from another.
  2. A method of communication as claimed in claim 1, wherein said first weighting factors (α k ) have pseudo-random values.
  3. A method of communication as claimed in claim 1 or 2, wherein said first weighting factors (α k ) have complex values.
  4. A method of communication as claimed in any preceding claim, wherein said first weighting factors (α k ) are deterministic and are known to said receiver as well as to said transmitter independently of current communication between said receiver and said transmitter.
  5. A method of communication as claimed in any of claims 1 to 3, wherein said first weighting factors (α k ) are communicated from said transmitter to said receiver.
  6. A method of communication as claimed in any preceding ciaim1, wherein said transmitter uses Nt transmit antenna means and the receiver uses Nr receive antenna means, M' consecutive time domain OFDM data symbols are encoded by a specific space-time encoder
    Figure 00180001
    such that the encoder produces M time domain OFDM data signals outputs for each of the Nt transmit antenna means, and said vector (c D ) is encoded by a specific space-time encoder
    Figure 00180002
    such that the encoder produces M affixes for each of the Nt transmit antenna means corresponding to said affix information weighted by said first and second weighting factors (αk ) and wi(k), the resulting affixes being inserted between time domain OFDM data symbols for each of the Nt transmit antenna means.
  7. A method of communication as claimed in claim 6, wherein all transmit antenna outputs over M consecutive OFDM time domain symbols, including time domain OFDM data symbols space-time encoded by and pseudo-random affixes space-time encoded by , are grouped into a block S , for which said first weighting factors (α k ) are the same for OFDM symbols of the same block S but are different for OFDM symbols of different block S .
  8. A method of communication as claimed in claim 7, wherein said transmitted affixes enable the separation at said receiver of the transmitted guard interval affix information of said block S , and said second weighting factors (wi(k)) enable the separation and estimation at said receiver of the different physical channels between said transmit antenna means and said at least one receive antenna means.
  9. A method of communication as claimed in any preceding claim, wherein the matrix W corresponding to M×Nt of said second weighting factors (wi(k)) for a number M of consecutive symbols and for said Nt transmit antenna means is an orthogonal matrix such that when multiplied by its complex conjugate transpose (W) T * the result is the identity matrix (I), weighted by a gain factor g 0 having a non-zero real value (i.e. g 0 I = W H W).
  10. A method of communication as claimed in claim 9, wherein demodulating said bit streams includes, for each said receive antenna means, multiplying a signal derived from the received signal d m by the complex conjugate transpose of the Kronecker product of said matrix of said second weighting factors (wi(k)) for said transmit antenna means by the identity matrix ((W×I D ) H ) and using channel estimates derived form the results in demodulating said bit streams.
  11. A method of communication as claimed in any of claims 6 to 8, wherein the matrix of said second weighting factors (wi(k)) for said transmit antenna means and for a number NT of consecutive symbols equal to the number NT of said transmit antenna means is a non-orthogonal matrix (W) such that when multiplied by its complex conjugate transpose (W) T * the result is different from the identity matrix (I), weighted by a gain factor g 0 having a non-zero real value (i.e. g 0 IW H W).
  12. A method of communication as claimed in claim 10, wherein the matrix of said second weighting factors (wi(k)) for said transmit antenna means and for a number Nt of consecutive symbols equal to the number Nt of said transmit antenna means is a matrix (W) such that (W) alone is non-orthogonal, but (W) combined with the corresponding pseudo-random factors (αk ) is orthogonal.
  13. A method of communication as claimed in any preceding claim, wherein said second weighting factors (wi(k)) take different values for each of said transmit antenna means so as to enable said physical channels to be distinguished.
  14. A method of communication as claimed in any preceding claim, wherein estimating the Channel Impulse Response (H lm ) of the transmission channels between said transmitter and said receiver comprises a step of making a moving average estimation over a plurality of symbol periods of channels which are mathematically equivalent to the relationship:
    Figure 00200001
    where J0 (·) is the 0th order Bessel function, fD is the Doppler frequency, ΔT is the MTMR PRP-OFDM block duration and h D / lm(n) is zero-mean complex Gaussian of constant variance.
  15. A transmitter for use in a method of communication as claimed in any preceding claim and comprising generating means for generating said bit streams modulated as OFDM symbols to be transmitted and for inserting said affix information into said guard intervals between said OFDM symbols, said guard interval affix information being deterministic and suitable to be known to said receiver as well as to said transmitter and including said vector (c D ) that is common to said time domain OFDM symbols multiplied by said first weighting factors (α k ) that are different for one time domain OFDM symbol (k) than for another and said second weighting factors (wi(k)) that enable one of said transmit antenna means (i) to be distinguished from another.
  16. A receiver for use in a method of communication as claimed in any of claims 1 to 13 and comprising demodulating means for receiving signals that comprise said bit streams modulated as said OFDM symbols with said guard interval affix information inserted between said OFDM symbols, said demodulating means being arranged to use said affix information from said guard intervals to estimate the Channel Impulse Response of the transmission channels and to use the estimated Channel Impulse Response to demodulate said bit streams in the signals received at said receiver, said guard interval affix information (wi(k)ak .c0 to wi(k)ak .cD-1 ) being deterministic and being known to said receiver.
EP03292120A 2003-08-28 2003-08-28 OFDM channel estimation and tracking for multiple transmit antennas Expired - Lifetime EP1511210B1 (en)

Priority Applications (7)

Application Number Priority Date Filing Date Title
AT03292120T ATE533245T1 (en) 2003-08-28 2003-08-28 OFDM CHANNEL ESTIMATION AND TRACKING USING MULTIPLE TRANSMIT ANTENNAS
EP03292120A EP1511210B1 (en) 2003-08-28 2003-08-28 OFDM channel estimation and tracking for multiple transmit antennas
US10/566,932 US7539259B2 (en) 2003-08-28 2004-07-28 OFDM channel estimation and tracking for multiple transmit antennas
PCT/EP2004/051643 WO2005022815A1 (en) 2003-08-28 2004-07-28 Ofdm channel estimation and tracking for multiple transmit antenna
CNB2004800249714A CN100553186C (en) 2003-08-28 2004-07-28 OFDM channel estimating and multiple transmit antennas are followed the tracks of
KR1020067004165A KR100799901B1 (en) 2003-08-28 2004-07-28 Channel estimation and tracking for multip le transmit antenna
JP2006524358A JP4431578B2 (en) 2003-08-28 2004-07-28 OFDM channel estimation and tracking of multiple transmit antennas

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
EP03292120A EP1511210B1 (en) 2003-08-28 2003-08-28 OFDM channel estimation and tracking for multiple transmit antennas

Publications (2)

Publication Number Publication Date
EP1511210A1 true EP1511210A1 (en) 2005-03-02
EP1511210B1 EP1511210B1 (en) 2011-11-09

Family

ID=34089761

Family Applications (1)

Application Number Title Priority Date Filing Date
EP03292120A Expired - Lifetime EP1511210B1 (en) 2003-08-28 2003-08-28 OFDM channel estimation and tracking for multiple transmit antennas

Country Status (7)

Country Link
US (1) US7539259B2 (en)
EP (1) EP1511210B1 (en)
JP (1) JP4431578B2 (en)
KR (1) KR100799901B1 (en)
CN (1) CN100553186C (en)
AT (1) ATE533245T1 (en)
WO (1) WO2005022815A1 (en)

Families Citing this family (91)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7443925B2 (en) * 2004-07-20 2008-10-28 Mitsubishi Electric Research Laboratories, Inc. Pilot and data signals for MIMO systems using channel statistics
JP4167646B2 (en) * 2004-11-30 2008-10-15 株式会社東芝 OFDM demodulator
US7778826B2 (en) * 2005-01-13 2010-08-17 Intel Corporation Beamforming codebook generation system and associated methods
US20060159187A1 (en) * 2005-01-14 2006-07-20 Haifeng Wang System and method for utilizing different known guard intervals in single/multiple carrier communication systems
KR100587999B1 (en) * 2005-03-25 2006-06-08 한국전자통신연구원 Method and apparatus for carrier frequency offset synchronization and antenna weight vector estimation in orthogonal frequency division multiple access systems employing smart antenna
EP1897311A1 (en) * 2005-06-28 2008-03-12 Nokia Corporation Precoder matrix for multichannel transmission
DE102005044388B4 (en) * 2005-09-16 2008-07-10 Nokia Siemens Networks Gmbh & Co.Kg Method for operating a transmitting station in a communication system and transmitting station
TWI286903B (en) * 2005-10-21 2007-09-11 Himax Tech Ltd Method of channel estimation
US7929620B2 (en) * 2005-12-08 2011-04-19 Electronics And Telecommunications Research Institute Blind channel estimation in an orthogonal frequency division multiplexing system
KR101100209B1 (en) * 2005-12-27 2011-12-28 엘지전자 주식회사 apparatus and method for transmitting data using a plurality of carriers
EP1980075A1 (en) * 2006-01-18 2008-10-15 Nxp B.V. Radio communication system
TWI458288B (en) * 2007-02-21 2014-10-21 Koninkl Philips Electronics Nv Scaled and rotated alamouti coding
US8155232B2 (en) * 2007-05-08 2012-04-10 Samsung Electronics Co., Ltd. Multiple antennas transmit diversity scheme
US8248212B2 (en) * 2007-05-24 2012-08-21 Sirit Inc. Pipelining processes in a RF reader
US20090010346A1 (en) * 2007-07-02 2009-01-08 Legend Silicon Corp. TDS-OFDMA Communication System
KR101370916B1 (en) 2007-08-22 2014-03-10 엘지전자 주식회사 A method of Data transmitting and receiving in a multi-carrier multi-antenna system
WO2009025493A2 (en) * 2007-08-22 2009-02-26 Lg Electronics Inc. Method for transmitting/receiving data in multiple-input multiple-output system using multi-carrier
EP2141877A1 (en) * 2008-06-30 2010-01-06 THOMSON Licensing Receiver and method for frequency offset estimation based on correlation techniques
CN102687475B (en) * 2009-10-13 2015-08-05 骁阳网络有限公司 For method and the optic network parts of deal with data in optic network parts
US10681568B1 (en) 2010-05-28 2020-06-09 Cohere Technologies, Inc. Methods of data channel characterization and uses thereof
US9444514B2 (en) 2010-05-28 2016-09-13 Cohere Technologies, Inc. OTFS methods of data channel characterization and uses thereof
US9071285B2 (en) 2011-05-26 2015-06-30 Cohere Technologies, Inc. Modulation and equalization in an orthonormal time-frequency shifting communications system
US8976851B2 (en) 2011-05-26 2015-03-10 Cohere Technologies, Inc. Modulation and equalization in an orthonormal time-frequency shifting communications system
US9071286B2 (en) 2011-05-26 2015-06-30 Cohere Technologies, Inc. Modulation and equalization in an orthonormal time-frequency shifting communications system
US9130638B2 (en) 2011-05-26 2015-09-08 Cohere Technologies, Inc. Modulation and equalization in an orthonormal time-frequency shifting communications system
US8547988B2 (en) * 2010-05-28 2013-10-01 Ronny Hadani Communications method employing orthonormal time-frequency shifting and spectral shaping
US10667148B1 (en) 2010-05-28 2020-05-26 Cohere Technologies, Inc. Methods of operating and implementing wireless communications systems
US11943089B2 (en) 2010-05-28 2024-03-26 Cohere Technologies, Inc. Modulation and equalization in an orthonormal time-shifting communications system
CN103081428B (en) * 2010-08-20 2016-02-10 德克萨斯大学系统董事会 Insert in wireless communications and the method and apparatus of the data symbol copied of decoding
US9590779B2 (en) 2011-05-26 2017-03-07 Cohere Technologies, Inc. Modulation and equalization in an orthonormal time-frequency shifting communications system
US9294315B2 (en) 2011-05-26 2016-03-22 Cohere Technologies, Inc. Modulation and equalization in an orthonormal time-frequency shifting communications system
US9031141B2 (en) 2011-05-26 2015-05-12 Cohere Technologies, Inc. Modulation and equalization in an orthonormal time-frequency shifting communications system
US9912507B2 (en) 2012-06-25 2018-03-06 Cohere Technologies, Inc. Orthogonal time frequency space communication system compatible with OFDM
US9967758B2 (en) 2012-06-25 2018-05-08 Cohere Technologies, Inc. Multiple access in an orthogonal time frequency space communication system
US10469215B2 (en) 2012-06-25 2019-11-05 Cohere Technologies, Inc. Orthogonal time frequency space modulation system for the Internet of Things
US10090972B2 (en) 2012-06-25 2018-10-02 Cohere Technologies, Inc. System and method for two-dimensional equalization in an orthogonal time frequency space communication system
US9929783B2 (en) 2012-06-25 2018-03-27 Cohere Technologies, Inc. Orthogonal time frequency space modulation system
US10003487B2 (en) 2013-03-15 2018-06-19 Cohere Technologies, Inc. Symplectic orthogonal time frequency space modulation system
US10411843B2 (en) 2012-06-25 2019-09-10 Cohere Technologies, Inc. Orthogonal time frequency space communication system compatible with OFDM
WO2014124661A1 (en) * 2013-02-12 2014-08-21 Nokia Solutions And Networks Oy Zero insertion for isi free ofdm reception
US9203679B2 (en) * 2013-05-22 2015-12-01 Interra Systems, Inc. Low latency OFDM system
JP6666331B2 (en) * 2015-03-26 2020-03-13 株式会社Nttドコモ Wireless communication control method and wireless communication system
KR102607253B1 (en) 2015-05-11 2023-11-29 코히어 테크놀로지스, 아이엔씨. System and method for simplex orthogonal time frequency shifting modulation and transmission of data
US10090973B2 (en) 2015-05-11 2018-10-02 Cohere Technologies, Inc. Multiple access in an orthogonal time frequency space communication system
US9866363B2 (en) 2015-06-18 2018-01-09 Cohere Technologies, Inc. System and method for coordinated management of network access points
US10574317B2 (en) 2015-06-18 2020-02-25 Cohere Technologies, Inc. System and method for providing wireless communication services using configurable broadband infrastructure shared among multiple network operators
US10404514B2 (en) 2015-06-27 2019-09-03 Cohere Technologies, Inc. Orthogonal time frequency space communication system compatible with OFDM
US10892547B2 (en) 2015-07-07 2021-01-12 Cohere Technologies, Inc. Inconspicuous multi-directional antenna system configured for multiple polarization modes
KR102616669B1 (en) 2015-07-12 2023-12-21 코히어 테크놀로지스, 아이엔씨. Orthogonal time-frequency spatial modulation on multiple narrowband sub-carriers
WO2017044501A1 (en) 2015-09-07 2017-03-16 Cohere Technologies Multiple access using orthogonal time frequency space modulation
US11038733B2 (en) 2015-11-18 2021-06-15 Cohere Technologies, Inc. Orthogonal time frequency space modulation techniques
EP3387748B1 (en) 2015-12-09 2022-03-09 Cohere Technologies, Inc. Pilot packing using complex orthogonal functions
CN115694764A (en) 2016-02-25 2023-02-03 凝聚技术公司 Reference signal encapsulation for wireless communication
EP3427457B1 (en) * 2016-03-11 2020-09-09 Orange Method and device for multi-service transmission with fc-ofdm modulation and corresponding receiver
CN109314619B (en) 2016-03-23 2021-05-25 凝聚技术公司 Receiver-side processing of quadrature time frequency space modulated signals
EP3437190B1 (en) 2016-03-31 2023-09-06 Cohere Technologies, Inc. Channel acquisition using orthogonal time frequency space modulated pilot signal
US9667307B1 (en) 2016-03-31 2017-05-30 Cohere Technologies Wireless telecommunications system for high-mobility applications
CN109314682B (en) 2016-04-01 2021-09-21 凝聚技术公司 Iterative two-dimensional equalization of orthogonal time-frequency space modulated signals
KR102250054B1 (en) 2016-04-01 2021-05-07 코히어 테크널러지스, 아이엔씨. TOMLINSON-HARASHIMA precoding in OTFS communication system
CN107404346A (en) * 2016-05-18 2017-11-28 北京信威通信技术股份有限公司 A kind of reception signal detection method and system
WO2017201467A1 (en) 2016-05-20 2017-11-23 Cohere Technologies Iterative channel estimation and equalization with superimposed reference signals
US9848342B1 (en) * 2016-07-20 2017-12-19 Ccip, Llc Excursion compensation in multipath communication systems having performance requirements parameters
CN116865924A (en) 2016-08-12 2023-10-10 凝聚技术公司 Multiuser multiplexing of orthogonal time-frequency space signals
EP3497799A4 (en) 2016-08-12 2020-04-15 Cohere Technologies, Inc. Iterative multi-level equalization and decoding
US10826728B2 (en) 2016-08-12 2020-11-03 Cohere Technologies, Inc. Localized equalization for channels with intercarrier interference
US11310000B2 (en) 2016-09-29 2022-04-19 Cohere Technologies, Inc. Transport block segmentation for multi-level codes
EP3520310B1 (en) 2016-09-30 2021-10-27 Cohere Technologies, Inc. Uplink user resource allocation for orthogonal time frequency space modulation
EP3549200B1 (en) 2016-12-05 2022-06-29 Cohere Technologies, Inc. Fixed wireless access using orthogonal time frequency space modulation
EP3566379A4 (en) 2017-01-09 2020-09-09 Cohere Technologies, Inc. Pilot scrambling for channel estimation
US10356632B2 (en) 2017-01-27 2019-07-16 Cohere Technologies, Inc. Variable beamwidth multiband antenna
US10568143B2 (en) 2017-03-28 2020-02-18 Cohere Technologies, Inc. Windowed sequence for random access method and apparatus
WO2018191309A1 (en) 2017-04-11 2018-10-18 Cohere Technologies Digital communication using dispersed orthogonal time frequency space modulated signals
EP4109983A1 (en) 2017-04-21 2022-12-28 Cohere Technologies, Inc. Communication techniques using quasi-static properties of wireless channels
WO2018200567A1 (en) 2017-04-24 2018-11-01 Cohere Technologies Multibeam antenna designs and operation
WO2018200577A1 (en) 2017-04-24 2018-11-01 Cohere Technologies Digital communication using lattice division multiplexing
US9942020B1 (en) * 2017-04-26 2018-04-10 Cisco Technology, Inc. Minimum delay spatio-temporal filtering for interference rejection
EP3652907A4 (en) 2017-07-12 2021-04-07 Cohere Technologies, Inc. Data modulation schemes based on the zak transform
WO2019032605A1 (en) 2017-08-11 2019-02-14 Cohere Technologies Ray tracing technique for wireless channel measurements
WO2019036492A1 (en) 2017-08-14 2019-02-21 Cohere Technologies Transmission resource allocation by splitting physical resource blocks
CN111279337B (en) 2017-09-06 2023-09-26 凝聚技术公司 Wireless communication method implemented by wireless communication receiver device
WO2019051427A1 (en) 2017-09-11 2019-03-14 Cohere Technologies, Inc. Wireless local area networks using orthogonal time frequency space modulation
EP3682607A4 (en) 2017-09-15 2021-09-01 Cohere Technologies, Inc. Achieving synchronization in an orthogonal time frequency space signal receiver
EP3685470A4 (en) 2017-09-20 2021-06-23 Cohere Technologies, Inc. Low cost electromagnetic feed network
US11152957B2 (en) 2017-09-29 2021-10-19 Cohere Technologies, Inc. Forward error correction using non-binary low density parity check codes
EP3704802B1 (en) 2017-11-01 2024-01-03 Cohere Technologies, Inc. Precoding in wireless systems using orthogonal time frequency space multiplexing
US11184122B2 (en) 2017-12-04 2021-11-23 Cohere Technologies, Inc. Implementation of orthogonal time frequency space modulation for wireless communications
WO2019157230A1 (en) 2018-02-08 2019-08-15 Cohere Technologies, Inc. Aspects of channel estimation for orthogonal time frequency space modulation for wireless communications
EP3537678B1 (en) * 2018-03-08 2022-05-04 Institut Mines Telecom - IMT Atlantique - Bretagne - Pays de la Loire Pseudo-guard intervals insertion in an fbmc transmitter
WO2019173775A1 (en) 2018-03-08 2019-09-12 Cohere Technologies, Inc. Scheduling multi-user mimo transmissions in fixed wireless access systems
EP3807952A4 (en) 2018-06-13 2021-07-28 Cohere Technologies, Inc. Reciprocal calibration for channel estimation based on second-order statistics
US11522600B1 (en) 2018-08-01 2022-12-06 Cohere Technologies, Inc. Airborne RF-head system

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020041635A1 (en) * 2000-09-01 2002-04-11 Jianglei Ma Preamble design for multiple input - multiple output (MIMO), orthogonal frequency division multiplexing (OFDM) system
WO2002045329A1 (en) * 2000-11-29 2002-06-06 Telefonaktiebolaget Lm Ericsson (Publ) Methods and arrangements in a telecommunications system

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE69935540T2 (en) * 1998-01-30 2007-11-22 Matsushita Electric Industrial Co., Ltd., Kadoma Modulation method and radio communication system
EP0938208A1 (en) * 1998-02-22 1999-08-25 Sony International (Europe) GmbH Multicarrier transmission, compatible with the existing GSM system
KR100504525B1 (en) * 1998-05-21 2005-09-26 엘지전자 주식회사 Channel State Information Generation Circuit for Orthogonal Frequency Division Multiplexing System
KR100557877B1 (en) * 1999-04-16 2006-03-07 전남대학교산학협력단 Apparatus and method for channel estimating and ofdm system for the same
KR100429837B1 (en) * 1999-09-22 2004-05-03 삼성전자주식회사 Method and apparatus for synchronization of OFDM signals
US7072289B1 (en) * 2001-06-01 2006-07-04 Lin Yang Pseudo-random sequence padding in an OFDM modulation system

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020041635A1 (en) * 2000-09-01 2002-04-11 Jianglei Ma Preamble design for multiple input - multiple output (MIMO), orthogonal frequency division multiplexing (OFDM) system
WO2002045329A1 (en) * 2000-11-29 2002-06-06 Telefonaktiebolaget Lm Ericsson (Publ) Methods and arrangements in a telecommunications system

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
DENEIRE L ET AL: "TRAINING SEQUENCE VERSUS CYCLIC PREFIX-A NEW LOOK ON SINGLE CARRIER COMMUNICATION", IEEE COMMUNICATIONS LETTERS, IEEE SERVICE CENTER, PISCATAWAY,US, US, vol. 5, no. 7, July 2001 (2001-07-01), pages 292 - 294, XP001103154, ISSN: 1089-7798 *
MUQUET B ET AL: "OFDM with trailing zeros versus OFDM with cyclic prefix: links, comparisons and application to the HiperLAN/2 system", ICC 2000. 2000 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS. CONFERENCE RECORD. NEW ORLEANS, LA, JUNE 18-22, 2000, IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, NEW YORK, NY: IEEE, US, vol. 2 OF 3, 18 June 2000 (2000-06-18), pages 1049 - 1053, XP002231869, ISBN: 0-7803-6284-5 *

Also Published As

Publication number Publication date
KR100799901B1 (en) 2008-01-31
ATE533245T1 (en) 2011-11-15
JP2007504690A (en) 2007-03-01
US7539259B2 (en) 2009-05-26
CN100553186C (en) 2009-10-21
US20080043857A1 (en) 2008-02-21
KR20060087535A (en) 2006-08-02
JP4431578B2 (en) 2010-03-17
CN1846388A (en) 2006-10-11
WO2005022815A1 (en) 2005-03-10
EP1511210B1 (en) 2011-11-09

Similar Documents

Publication Publication Date Title
EP1511210B1 (en) OFDM channel estimation and tracking for multiple transmit antennas
US7529310B2 (en) Apparatus and method for estimating a channel
US7068628B2 (en) MIMO OFDM system
EP1243094B1 (en) Estimation of two propagation channels in OFDM
KR100880993B1 (en) Channel estimation method and apparutus in an ofdm wireless communication system
US20050141624A1 (en) Multiantenna communications apparatus, methods, and system
JP2007522685A (en) Transmission signal, method and apparatus
JP2008017143A (en) Wireless receiving apparatus and method
JP2006500864A (en) Transmission signal, method and apparatus
EP1379020A1 (en) A wireless communication apparatus and method
Ganesh et al. Channel estimation analysis in MIMO-OFDM wireless systems
EP1530333A1 (en) Method for channel estimation in a MIMO OFDM system
US7450490B2 (en) Channel estimation using the guard interval of a multicarrier signal
KR100578723B1 (en) Method and device for dft-based channel estimation in a mimo-ofdm system with pilot subcarriers
Kwon et al. Spectral efficient transmit diversity techniques without cyclic prefix for fading relay channels
Muck et al. A Pseudo Random Postfix OFDM based modulator for multiple antennae systems
Al-Mahmoud et al. A novel approach to space-time-frequency coded MIMO-OFDM over frequency selective fading channels
Niranjane et al. Performance analysis of different channel estimation techniques
Bannour et al. Adaptation of golden codes with a correlated Rayleigh frequency-selective channel in OFDM system with imperfect channel estimation
IBRAHIM et al. DATA TRANSMISSION IN MIMO-OFDM TECHNOLOGIES FOR CURRENT AND FUTURE WIRELESS COMMUNICATION SYSTEMS: FROM THEORY TO PRACTICE
Ishihara et al. Multiuser detection for asynchronous broadband single-carrier transmission systems
Sohaib et al. Space time/space frequency&space time frequency block coding for GFDM MISO system
Diallo et al. Transform domain channel estimation with null subcarriers for MIMO-OFDM systems
Cheema et al. Design of space-time block coded unique word OFDM systems
Langowski et al. Block-wise PAPR minimization algorithm in MIMO STBC V2V transmission

Legal Events

Date Code Title Description
PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HU IE IT LI LU MC NL PT RO SE SI SK TR

AX Request for extension of the european patent

Extension state: AL LT LV MK

17P Request for examination filed

Effective date: 20050811

AKX Designation fees paid

Designated state(s): AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HU IE IT LI LU MC NL PT RO SE SI SK TR

17Q First examination report despatched

Effective date: 20060803

RAP1 Party data changed (applicant data changed or rights of an application transferred)

Owner name: MOTOROLA SOLUTIONS, INC.

GRAP Despatch of communication of intention to grant a patent

Free format text: ORIGINAL CODE: EPIDOSNIGR1

GRAS Grant fee paid

Free format text: ORIGINAL CODE: EPIDOSNIGR3

GRAA (expected) grant

Free format text: ORIGINAL CODE: 0009210

AK Designated contracting states

Kind code of ref document: B1

Designated state(s): AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HU IE IT LI LU MC NL PT RO SE SI SK TR

REG Reference to a national code

Ref country code: GB

Ref legal event code: FG4D

REG Reference to a national code

Ref country code: CH

Ref legal event code: EP

REG Reference to a national code

Ref country code: IE

Ref legal event code: FG4D

REG Reference to a national code

Ref country code: DE

Ref legal event code: R081

Ref document number: 60339050

Country of ref document: DE

Owner name: MOTOROLA SOLUTIONS, INC., CHICAGO, US

Free format text: FORMER OWNER: MOTOROLA, INC., SCHAUMBURG, ILL., US

REG Reference to a national code

Ref country code: DE

Ref legal event code: R096

Ref document number: 60339050

Country of ref document: DE

Effective date: 20120209

REG Reference to a national code

Ref country code: NL

Ref legal event code: VDEP

Effective date: 20111109

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: PT

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20120309

Ref country code: SI

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

Ref country code: GR

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20120210

Ref country code: SE

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

Ref country code: BE

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

Ref country code: NL

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

REG Reference to a national code

Ref country code: DE

Ref legal event code: R082

Ref document number: 60339050

Country of ref document: DE

Representative=s name: SCHUMACHER & WILLSAU PATENTANWALTSGESELLSCHAFT, DE

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: CY

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: DK

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

Ref country code: CZ

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

Ref country code: EE

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

Ref country code: SK

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

Ref country code: BG

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20120209

REG Reference to a national code

Ref country code: DE

Ref legal event code: R082

Ref document number: 60339050

Country of ref document: DE

Representative=s name: SCHUMACHER & WILLSAU PATENTANWALTSGESELLSCHAFT, DE

REG Reference to a national code

Ref country code: DE

Ref legal event code: R082

Ref document number: 60339050

Country of ref document: DE

Representative=s name: SCHUMACHER & WILLSAU PATENTANWALTSGESELLSCHAFT, DE

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: IT

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

Ref country code: RO

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

PLBE No opposition filed within time limit

Free format text: ORIGINAL CODE: 0009261

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: NO OPPOSITION FILED WITHIN TIME LIMIT

REG Reference to a national code

Ref country code: AT

Ref legal event code: MK05

Ref document number: 533245

Country of ref document: AT

Kind code of ref document: T

Effective date: 20111109

26N No opposition filed

Effective date: 20120810

REG Reference to a national code

Ref country code: DE

Ref legal event code: R097

Ref document number: 60339050

Country of ref document: DE

Effective date: 20120810

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: AT

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

REG Reference to a national code

Ref country code: CH

Ref legal event code: PL

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: MC

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20120831

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: LI

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20120831

Ref country code: ES

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20120220

Ref country code: CH

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20120831

REG Reference to a national code

Ref country code: IE

Ref legal event code: MM4A

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: FI

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: IE

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20120828

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: TR

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20111109

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: LU

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20120828

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: HU

Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT

Effective date: 20030828

REG Reference to a national code

Ref country code: FR

Ref legal event code: PLFP

Year of fee payment: 13

PGFP Annual fee paid to national office [announced via postgrant information from national office to epo]

Ref country code: FR

Payment date: 20150624

Year of fee payment: 13

REG Reference to a national code

Ref country code: DE

Ref legal event code: R082

Ref document number: 60339050

Country of ref document: DE

Representative=s name: SCHUMACHER & WILLSAU PATENTANWALTSGESELLSCHAFT, DE

Ref country code: DE

Ref legal event code: R081

Ref document number: 60339050

Country of ref document: DE

Owner name: MOTOROLA SOLUTIONS, INC., CHICAGO, US

Free format text: FORMER OWNER: MOTOROLA SOLUTIONS, INC., SCHAUMBURG, ILL., US

REG Reference to a national code

Ref country code: FR

Ref legal event code: ST

Effective date: 20170428

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: FR

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20160831

PGFP Annual fee paid to national office [announced via postgrant information from national office to epo]

Ref country code: GB

Payment date: 20200825

Year of fee payment: 18

PGFP Annual fee paid to national office [announced via postgrant information from national office to epo]

Ref country code: DE

Payment date: 20201029

Year of fee payment: 18

REG Reference to a national code

Ref country code: DE

Ref legal event code: R119

Ref document number: 60339050

Country of ref document: DE

GBPC Gb: european patent ceased through non-payment of renewal fee

Effective date: 20210828

PG25 Lapsed in a contracting state [announced via postgrant information from national office to epo]

Ref country code: GB

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20210828

Ref country code: DE

Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES

Effective date: 20220301